Early recognition of sequential patterns by classifier combination

Seiichi Uchida, Kazuma Amamoto

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

13 被引用数 (Scopus)

抄録

This paper proposes an early recognition method, i.e., a method for recognizing sequential patterns at their beginning parts. The method is based on a combination of frame classifiers prepared at individual frames. The training patterns misrecognized by the frame classifier at a certain frame are heavily weighted for the complementary training of the frame classifier at the next frame. The method was applied to an online character recognition task for showing its usefulness.

本文言語英語
ホスト出版物のタイトル2008 19th International Conference on Pattern Recognition, ICPR 2008
出版社Institute of Electrical and Electronics Engineers Inc.
ISBN(印刷版)9781424421756
DOI
出版ステータス出版済み - 2008

出版物シリーズ

名前Proceedings - International Conference on Pattern Recognition
ISSN(印刷版)1051-4651

All Science Journal Classification (ASJC) codes

  • コンピュータ ビジョンおよびパターン認識

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引用スタイル